Staff Software Engineer/Data Scientist, Large Model Evaluation
Waymo
about 2 months ago
Mountain View, CA, USA or San Francisco, CA, USA
Staff+
H1B Sponsor
Base Salary
$238k - $302k/yr
Responsibilities
- Develop novel metrics and sampling techniques to measure driving trajectories from ML models.
- Employ simulation strategies to assess generative AI model performance and identify edge cases.
- Build data pipelines for signal discovery, data labeling, feature extraction, and metric computation.
- Conduct data analysis to diagnose regressions in ML models.
- Collaborate with engineering and research teams on large-scale ML models.
Requirements
- 7+ years of relevant industry experience in a quantitative software engineering area.
- Experience in navigating complex technical landscapes and defining technical strategy.
- Proficiency in Python or C++ programming.
- Knowledge of AI fundamentals, including transformer architectures and distillation techniques.
- Experience evaluating the quality of ML models and productionizing quantitative findings.
Benefits
- Eligible for Waymo's discretionary annual bonus program.
- Participation in equity incentive plan.
- Generous company benefits program.
Tech Stack
C++PythonTensorFlow
Categories
AI & MLData Science